COLT
2004
Springer
13 years 10 months ago
2004
Springer
Different formal learning models address different aspects of human learning. Below we compare Gold-style learning—interpreting learning as a limiting process in which the lear...
ITICSE
2004
ACM
13 years 10 months ago
2004
ACM
The use of generic and generative methods for the development and application of interactive educational software is a relatively unexplored area in industry and education. Advant...
COLT
2007
Springer
13 years 11 months ago
2007
Springer
This paper solves an important problem left open in the literature by showing that U-shapes are unnecessary in iterative learning. A U-shape occurs when a learner first learns, t...
ICDM
2007
IEEE
13 years 11 months ago
2007
IEEE
We explore the problem of budgeted machine learning, in which the learning algorithm has free access to the training examples’ labels but has to pay for each attribute that is s...
ALT
2001
Springer
14 years 2 months ago
2001
Springer
While there has been a significant amount of theoretical and empirical research on the multiple-instance learning model, most of this research is for concept learning. However, f...